Tung D. Le  Tung D. Le photo         

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Research Staff Member
IBM Research - Tokyo
  

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Professional Associations

Professional Associations:  ACM

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More information:  Personal webpage  |  In Google Scholar  |  In ACM


2019

Automatic GPU Memory Management for Large Neural Models in TensorFlow
Tung D. Le, Haruki Imai, Yasushi Negishi, Kiyokuni Kawachiya
ISMM 2019 Proceedings of the 2019 ACM SIGPLAN International Symposium on Memory Management, pp. 1-13


2018

Large Model Support for Deep Learning in Caffe and Chainer
Minsik Cho, Tung D. Le, Ulrich A Finkler, Haruki Imai, Yasushi Negishi, Taro Sekiyama, Saritha Vinod, Vladimir Zolotov, Kiyokuni Kawachiya, David S. Kung, Hillery C. Hunter
SysML conference, 2018

TFLMS: Large Model Support in TensorFlow by Graph Rewriting
Tung D. Le, Haruki Imai, Yasushi Negishi, Kiyokuni Kawachiya
eprint arXiv:1807.02037, 2018

Involving CPUs into Multi-GPU deep learning
Tung D. Le, Taro Sekiyama, Yasushi Negishi, Haruki Imai, Kiyokuni Kawachiya
2018 ACM/SPEC International Conference on Performance Engineering , pp. 56--67


2017

Accelerating Multi-GPU Deep Learning by Collecting and Accumulating Gradients on CPUs
Tung D. Le, Taro Sekiyama, Yasushi Negishi, Haruki Imai, Kiyokuni Kawachiya
SIG Technical Reports 2017-HPC-159(8), pp. 1--8